Our commitment to open source: show the code, run the numbers
SurrealKV and SurrealMX are open source under Apache 2.0, and every benchmark we publish comes with the command to run it.
SurrealDB Blog5 min read
AI agents
4,429 stories
Introducing SurrealMX: SurrealDB’s new in-memory storage engine
SurrealMX is SurrealDB’s high-performance in-memory storage engine, built for ultra-low latency, high concurrency, and millions of operations per second.
SurrealDB Blog6 min readInsurance Agency Automation—What Breaks First
Use this 8-step workflow to fix 3 inbound bottlenecks without letting AI quote, bind or advise on coverage.
Twig Blog15 min read
(October 12) 2026 Meta & Facebook updates and news
The post (October 12) 2026 Meta & Facebook updates and news appeared first on SocialBee. The post (October 12) 2026 Meta & Facebook updates and news appeared first on SocialBee.
SocialBee Blog25 min read
Learning to use local AI is exciting, overwhelming, and frustrating
I'm embarking on a journey I've so far been hesitant to go on: actually using AI on the regular. Giving my most personal data to cloud services has been a major hold up for me, but it's increasingly possible to run powerful models locally to see what they're capable of. Is this tech so useful […]
The Verge - All Posts8 min read
AI agent teams waste massive tokens for barely measurable quality gains, research finds
Teams of AI agents barely outperform solo agents but cost up to 5.1x more, according to Vals AI. Only one out of four tests with GPT-6 Sol and Claude Opus 5.5 showed a measurable gain. Anthropic's own data backs this up: beyond ten agents, quality plateaus while token costs keep climbing.
The Decoder3 min read
AI agents overstate their results and remain far from autonomous research, study finds
Epoch AI and Anthropic independently found the same thing: current AI models like GPT-5.6 Sol and Claude Fable 5 can run experiments but lack scientific self-criticism and genuine creative thinking.
The Decoder5 min read
Cheaper AI tokens are driving more demand, and that's Jensen Huang's best-case scenario
Data from a16z shows a Jevons paradox in the AI market: token prices keep falling, but H100 GPU rental prices hold steady or climb. Cheaper AI drives demand faster than costs drop. If that demand flattens, the chain from chip makers to cloud providers takes a hit.
The Decoder1 min read
Odyssey-3 is a new generative world model that you can try for free
Odyssey is making its world model Odyssey-3 available as a public research preview. The 14-billion-parameter model generates interactive environments from text prompts in real time and can reportedly control robots, drones, and even GTA V.
The Decoder4 min read
Your AI agents can execute every tool call correctly and still break every enterprise rule
If you sit in enterprise boardrooms today, the pressure weighing on CIOs comes down to two things: Velocity and ROI. Boards expect a mature agentic AI strategy and a definitive timeline for deploying autonomous systems that deliver measurable business impact.Read more
VentureBeat AI5 min read
AI is less regulated than milk, says Microsoft president
Brad Smith calls for global rules on AI, and says the UK is in the "best position" to lead the charge.
BBC Technology3 min read
Alexandr Wang wanted to make Meta 'cool again' — and memes were part of his plan
Alexandr Wang said his chaotic X posting, though spur-of-the-moment, is not without rhyme or reason.
Business Insider - AI3 min read
Your AI agent wants your money back — and that could mean trouble for these companies
Personal AI agents are helping users lower bills and get refunds, exposing companies that rely on customers doing nothing.
Business Insider - AI5 min read
I used Meta's Muse to help my son prep for an astronomy quiz. He aced it.
Franco Lopez asked Meta's Muse AI agent to help his son prepare for an astronomy quiz. It made him flashcards and a custom podcast.
Business Insider - AI5 min read
From killbots to cuddly little guys: Why AI companies suddenly have cute mascots
AI companies are embracing cute mascots like Jolly for Meta's Muse, and Dots for OpenAI. Experts say it's making people feel more comfortable with AI.
Business Insider - AI7 min read
Why AI agents might not be right for you
There’s no question that 2026 is the year of the artificial intelligence agent. AI agents are remarkably ubiquitous, as people use them to write code, communicate with customers, identify and resolve issues in their information technology environments, and execute complex tasks within enterprise…
SiliconANGLE7 min read
What hackers built on Runpod at TreeHacks 2026
We sponsored TreeHacks 2026 at Stanford, where teams built on Runpod across 36 hours, shipping projects ranging from GPU-accelerated cancer drug discovery.
RunPod5 min read
Agentic Systems: A Practitioner's Guide to 6 Advanced Architectural Patterns
Beyond basic ReAct loops: six production-oriented architectures for building autonomous, reliable, and scalable LLM agents. The post Agentic Systems: A Practitioner's Guide to 6 Advanced Architectural Patterns appeared first on Towards Data Science.
Towards Data Science25 min read
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